Pith Number

pith:236RC4Y3

pith:2025:236RC4Y3T6CX4HYXS6PEU23YAT

not attested not anchored not stored refs pending

Training Sparse Mixture Of Experts Text Embedding Models

Brandon Duderstadt, Zach Nussbaum

arxiv:2502.07972 v3 · 2025-02-11 · cs.CL · cs.AI · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{236RC4Y3T6CX4HYXS6PEU23YAT}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

11 papers in Pith

SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation

OntoLearner: A Modular Python Library for Ontology Learning with Large Language Models

Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts

Zero-Shot Semantic Re-Identification for Autonomous Driving: A VLM Baseline Study

Argus-Retriever: Vision-LLM Late-Interaction Retrieval with Region-Aware Query-Conditioned MoE for Visual Document Retrieval

Receipt and verification

First computed	2026-07-05T10:27:24.967665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6fd11731b9f857e1f17979e4a6b7804d549400c99b0263736946e5c34c0b542

Aliases

arxiv: 2502.07972 · arxiv_version: 2502.07972v3 · doi: 10.48550/arxiv.2502.07972 · pith_short_12: 236RC4Y3T6CX · pith_short_16: 236RC4Y3T6CX4HYX · pith_short_8: 236RC4Y3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/236RC4Y3T6CX4HYXS6PEU23YAT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d6fd11731b9f857e1f17979e4a6b7804d549400c99b0263736946e5c34c0b542

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "549d2d9570cb98afb6ce0ba3782ef9867841ea2fcb6fa231667b699d2b510047",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-11T21:36:31Z",
    "title_canon_sha256": "59b0ab7a2a336cf18f5c81d0d1ad19f86a4dd011921dabb715928ba242bb1eec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07972",
    "kind": "arxiv",
    "version": 3
  }
}